Gauntlet 4K RLVR dataset, access by request C

Name: Gauntlet 4K RLVR dataset, access by request
Creator: Refresh
Keywords: Coding,Computer Use,Private Codebases

AI benchmark · Coding

Publisher: Refresh
Domains: Coding Computer Use Private Codebases
On X: @refresh_dev ↗
Tier: C why
Snapshot: October 11, 2026

Open benchmark ↗refresh.dev/blog/gauntlet-4k-rlvr

Full listing name: Gauntlet 4K RLVR dataset, access by request (2026-02-17) https://www.refresh.dev/blog/gauntlet-4k-rlvr

Latest from Refresh on X

@refresh_dev ↗

Congrats to the @reflection_ai on the great model release. Exciting times for open intelligence!
— refresh_dev (@refresh_dev) Oct 5, 2026
Introducing Blender Bench v1 (BBv1): a benchmark for frontier LLMs on 20 realistic 3D production workflows including animation, modeling, rigging, cloth & surfacing. GPT-6 Astra leads overall; Claude Opus 5.5 wins modeling & cloth simulation.
— refresh_dev (@refresh_dev) Sep 30, 2026

Tier C

Niche: a handful of models scored, or built by an RL vendor.

How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.

built by Refresh
no proper name (a paper title or description)
in curated RL directories (2 pts)

How we got to tier C

Adoption: built by Refresh; no proper name (a paper title or description). Tier D.
Not yet read on X.
In curated RL directories: 2 points, a floor of C. Raised to C.
Not yet confirmed by a line from its own site or paper.

A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

Not on the map yet: no line from its own site or paper places it in a domain.

More Coding AI benchmarks

Coding RL environments

Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.